3DObjectTracking
PoseEstimationForMobile
| 3DObjectTracking | PoseEstimationForMobile | |
|---|---|---|
| 1 | 1 | |
| 599 | 991 | |
| 1.5% | - | |
| 3.3 | 0.0 | |
| 11 months ago | about 1 year ago | |
| C++ | C++ | |
| MIT License | Apache License 2.0 |
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3DObjectTracking
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6DOF Object Pose Estimation usable for Unity
Hey, just to let you know if you're interested I'm implementing this now: https://github.com/DLR-RM/3DObjectTracking/tree/master/RBGT
PoseEstimationForMobile
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Is a refresh coming?
Tonal has a pretty beefy android system in it. https://github.com/edvardHua/PoseEstimationForMobile
What are some alternatives?
MocapNET - We present MocapNET, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic hierarchy. This permits the recovery of the human pose even in the case of significant occlusions. (c) An efficient Inverse Kinematics solver that refines the neural-network-based solution providing 3D human pose estimations that are consistent with the limb sizes of a target person (if known). All the above yield a 33% accuracy improvement on the Human 3.6 Million (H3.6M) dataset compared to the baseline method (MocapNET) while maintaining real-time performance
Dlib - A toolkit for making real world machine learning and data analysis applications in C++
tensorflow_Realtime_Multi-Person_Pose_Estimation - Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3
ANMS-Codes - Efficient adaptive non-maximal suppression algorithms for homogeneous spatial keypoint distribution
Cocos2d - Cocos2d-x is a suite of open-source, cross-platform, game-development tools utilized by millions of developers across the globe. Its core has evolved to serve as the foundation for Cocos Creator 1.x & 2.x.
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
frugally-deep - Header-only library for using Keras (TensorFlow) models in C++.
tensorflow - An Open Source Machine Learning Framework for Everyone